Self-generating engine-specific health monitoring model from generic model base

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 11300069
APP PUB NO 20200165995A1
SERIAL NO

16202142

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Abstract

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A method for self-generating an engine-specific model in an engine health monitoring system is provided. The method comprises generating a generic engine model including a generic physics-based model for each of a plurality of engine components in the specific engine; capturing a plurality of observed engine component parameters for each of the plurality of engine components and a plurality of observed environmental parameters during one or more pre-planned training missions; and training an engine-specific model using the plurality of observed engine component parameters and the plurality of environmental parameters captured during the one or more pre-planned training missions, wherein the engine-specific model includes an engine-specific physics-based model for each of the plurality of engine components in the specific engine. Each engine-specific physics-based model for an engine component is configured for use in predicting one or more engine component parameters using a second plurality of observed environmental parameters captured during an operational mission.

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Patent Owner(s)

Patent OwnerAddress
HONEYWELL INTERNATIONAL INC115 TABOR ROAD POB 377 MAIL STOP 4D3 MORRIS PLAINS NJ 07950

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Gill, Christopher Gilbert, US 7 45
Ling, Richard Scottsdale, US 31 876
Moeckly, Kevin Chandler, US 18 294

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